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Topic:
CFA with AMOS  When does one stop trying to improve model fit?
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Mo Gul
Posts:
1
Registered:
11/23/12


CFA with AMOS  When does one stop trying to improve model fit?
Posted:
Nov 23, 2012 6:02 PM


Hi,
I've been trying to work some CFAs for various first order latent constructs with AMOS, on a relatively large sample of N=1500 (approximatively) and, following the recommendations from Byrne (2001) Structural equation modelling with AMOS, I have first covariated error terms that had very high MI, and then; looked for items that had very high covariances in the standardized covariance matrix (>2.58) and eliminated them (at which point, my CFA, according to Byrne, turned into an exploratory factor analysis), yet, despite all these constraints, I have never reached a large "majority" of good fit indices  I used CMIN/df; RMSEA; PCLOSE; CFI; GFI, AGFI while being in danger of thinning my scales down to two items each.
All my initial .sav files were cleaned of all missing values.
My questions would then be : When does one stop trying to optimize model fit by adding constraints to the model? Are there other types of constraints that one might add?
I'll just add that I did not compare my model (which contains, for one of the constructs  motivation for instance, measured with a scale derrived from Selfdetermination theory  4 factors) with one with three or two factors. I only took the default references given by AMOS: the saturated and the independent models.
Thank you kindly for your suggestions!
Marian
Since my initial EFAs for most of these models worked just fine



